:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Agarwal, Shubham, Biswal, Asim, Zeighami, Sepanta, Cheung, Alvin, Gonzalez, Joseph, Parameswaran, Aditya G.
Format:	Preprint
Published:	2026
Subjects:	Databases Artificial Intelligence
Online Access:	https://arxiv.org/abs/2602.13521
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees
by: Zeighami, Sepanta, et al.
Published: (2025)

LLM-Powered Proactive Data Systems
by: Zeighami, Sepanta, et al.
Published: (2025)

Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First
by: Liu, Shu, et al.
Published: (2025)

Task Cascades for Efficient Unstructured Data Processing
by: Shankar, Shreya, et al.
Published: (2026)

Featurized-Decomposition Join: Low-Cost Semantic Joins with Guarantees
by: Zeighami, Sepanta, et al.
Published: (2025)

NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval
by: Zeighami, Sepanta, et al.
Published: (2024)

Semantic Data Processing with Holistic Data Understanding
by: Sun, Youran, et al.
Published: (2026)

RAG Without the Lag: Interactive Debugging for Retrieval-Augmented Generation Pipelines
by: Lauro, Quentin Romero, et al.
Published: (2025)

Multi-Objective Agentic Rewrites for Unstructured Data Processing
by: Wei, Lindsey Linxi, et al.
Published: (2025)

BiasBuster: a Neural Approach for Accurate Estimation of Population Statistics using Biased Location Data
by: Zeighami, Sepanta, et al.
Published: (2024)

Can AI Agents Answer Your Data Questions? A Benchmark for Data Agents
by: Ma, Ruiying, et al.
Published: (2026)

Theoretical Analysis of Learned Database Operations under Distribution Shift through Distribution Learnability
by: Zeighami, Sepanta, et al.
Published: (2024)

Towards Establishing Guaranteed Error for Learned Database Operations
by: Zeighami, Sepanta, et al.
Published: (2024)

Text2SQL is Not Enough: Unifying AI and Databases with TAG
by: Biswal, Asim, et al.
Published: (2024)

DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing
by: Shankar, Shreya, et al.
Published: (2024)

AgentSM: Semantic Memory for Agentic Text-to-SQL
by: Biswal, Asim, et al.
Published: (2026)

TWIX: Automatically Reconstructing Structured Data from Templatized Documents
by: Lin, Yiming, et al.
Published: (2025)

TARGET: Benchmarking Table Retrieval for Generative Tasks
by: Ji, Xingyu, et al.
Published: (2025)

The Time is Here for Just-in-Time Systems: Challenges and Opportunities
by: Liu, Shu, et al.
Published: (2026)

A Multi-Agent System for Semantic Mapping of Relational Data to Knowledge Graphs
by: Trajanoska, Milena, et al.
Published: (2025)

Towards Accurate and Efficient Document Analytics with Large Language Models
by: Lin, Yiming, et al.
Published: (2024)

Grid-Based Projection of Spatial Data into Knowledge Graphs
by: Anjomshoaa, Amin, et al.
Published: (2024)

LLM/Agent-as-Data-Analyst: A Survey
by: Tang, Zirui, et al.
Published: (2025)

PLOP: Cost-Based Placement of Semantic Operators in Hybrid Query Plans
by: Mang, Qiuyang, et al.
Published: (2026)

VeriMinder: Mitigating Analytical Vulnerabilities in NL2SQL
by: Mohole, Shubham, et al.
Published: (2025)

Is Agent Memory a Database? Rethinking Data Foundations for Long-Term AI Agent Memory
by: Orogat, Abdelghny, et al.
Published: (2026)

Real-Time Health Analytics Using Ontology-Driven Complex Event Processing and LLM Reasoning: A Tuberculosis Case Study
by: Chandra, Ritesh, et al.
Published: (2025)

Interactive Data Harmonization with LLM Agents: Opportunities and Challenges
by: Santos, Aécio, et al.
Published: (2025)

Blue Data Intelligence Layer: Streaming Data and Agents for Multi-source Multi-modal Data-Centric Applications
by: Aminnaseri, Moin, et al.
Published: (2026)

A Survey of Data Agents: Emerging Paradigm or Overstated Hype?
by: Zhu, Yizhang, et al.
Published: (2025)

Transparent, Evaluable, and Accessible Data Agents: A Proof-of-Concept Framework
by: Bahador, Nooshin
Published: (2025)

Managing FAIR Knowledge Graphs as Polyglot Data End Points: A Benchmark based on the rdf2pg Framework and Plant Biology Data
by: Brandizi, Marco, et al.
Published: (2025)

Evaluation of Pipelines for Data Integration into Knowledge Graphs
by: Hofer, Marvin, et al.
Published: (2026)

HoneyBee: A Scalable Modular Framework for Creating Multimodal Oncology Datasets with Foundational Embedding Models
by: Tripathi, Aakash, et al.
Published: (2024)

Autonomous Data Processing using Meta-Agents
by: Khurana, Udayan
Published: (2026)

Knowledge Graph-Guided Multi-Agent Distillation for Reliable Industrial Question Answering with Datasets
by: Pan, Jiqun, et al.
Published: (2025)

KIF: A Wikidata-Based Framework for Integrating Heterogeneous Knowledge Sources
by: Lima, Guilherme, et al.
Published: (2024)

KGpipe: Generation and Evaluation of Pipelines for Data Integration into Knowledge Graphs
by: Hofer, Marvin, et al.
Published: (2025)

Integrating Activity Predictions in Knowledge Graphs
by: Hare, Forrest, et al.
Published: (2025)

Deontic Knowledge Graphs for Privacy Compliance in Multimodal Disaster Data Sharing
by: Echenim, Kelvin Uzoma, et al.
Published: (2026)